This node denormalizes the input data according to the normalization parameters as given in the PMML model input (typically coming from the Normalizer node). The affine transformation is therefore inverted and the original values recreated.
This node is typically used after test data is normalized and possible other learning/predictions be transformed back to the original range.
Popular Successors
- CSV Writer7 %
Excel Writer (XLS)5 %CSV Writer3 %- Denormalizer (PMML)3 %
Column Rename3 %- Color Manager3 %
Column Appender2 %- String to Number2 %
Excel Writer (XLS)2 %Scorer2 %- Column Appender2 %
PMML Writer2 %- Shape Manager2 %
- Joiner1 %
- Many to One (PMML)1 %
- Cluster Assigner1 %
- Auto-Binner1 %
Row Filter (deprecated)1 %- Silhouette Coefficient1 %
- Decision Tree Predictor1 %
String To Number1 %- Numeric Scorer< 1 %
- PMML Transformation Appender< 1 %
- Column Filter< 1 %
- GroupBy< 1 %
- Scatter Plot (legacy)< 1 %
- Excel Writer< 1 %
- JPMML Cluster Assigner< 1 %
- Decision Tree View (JavaScript)< 1 %
- Scatter Plot (JavaScript)< 1 %
- k-Means< 1 %
- MultiLayerPerceptron Predictor< 1 %
- Scorer< 1 %
- Concatenate< 1 %
- Number to Category (Apply)< 1 %
Number To String< 1 %- Number to String< 1 %
- Double to Integer< 1 %
Joiner< 1 %- Denormalizer< 1 %
- Normalizer< 1 %
- Partitioning< 1 %
- Pivot< 1 %
- Missing Value< 1 %
- RowID< 1 %
- Data Explorer< 1 %
- Statistics< 1 %
- Color Appender< 1 %
- Math Formula< 1 %
- Line Plot (JavaScript)< 1 %
- R View (Table)< 1 %
- Group Loop Start< 1 %
- Hierarchical Cluster View< 1 %
- Decision Tree to Image< 1 %
- Category to Number< 1 %
- String to Number (PMML)< 1 %
- Interactive Pie chart (legacy)< 1 %
- Capture Workflow End< 1 %
- Compiled Model Predictor< 1 %
- ARFF Writer< 1 %
- PMML Writer< 1 %
- Row Filter (Labs)< 1 %
- One to Many (PMML)< 1 %
- Rule-based Row Filter< 1 %
- Histogram (legacy)< 1 %
- Line Plot (legacy)< 1 %
- Scatter Plot (JFreeChart)< 1 %
Excel Sheet Appender (XLS)< 1 %- Radar Plot Appender< 1 %
- Data to Report (BIRT)< 1 %
- 2D/3D Scatterplot< 1 %
- Entropy Uncertainty Scorer< 1 %
Loop End< 1 %- X-Aggregator< 1 %
- Hierarchical Clustering< 1 %
- Decision Tree Learner< 1 %
- Logistic Regression Learner< 1 %
- Regression Predictor< 1 %
- Tree Ensemble Learner< 1 %
Cell Replacer< 1 %- Column Aggregator< 1 %
- Column Rename (Regex)< 1 %
- Column Resorter< 1 %
- Correlation Filter< 1 %
- Normalizer Apply (PMML)< 1 %
- Normalizer (PMML)< 1 %
- XML to PMML< 1 %
- String Manipulation< 1 %
- Table Transposer< 1 %
- Conditional Box Plot (legacy)< 1 %
- k-Medoids< 1 %
- PMML to Cell< 1 %
- Math Formula (Multi Column)< 1 %
- JPMML Classifier< 1 %
- Table to JSON< 1 %
Database Writer< 1 %Table Writer< 1 %- X-Partitioner< 1 %
- PNN Learner (DDA)< 1 %
- Fuzzy c-Means< 1 %
- RProp MLP Learner< 1 %
PCA Inversion< 1 %- Linear Regression Learner< 1 %
- Logistic Regression Predictor< 1 %
Regression Predictor< 1 %- Entropy Scorer< 1 %
Numeric Scorer< 1 %- SMOTE< 1 %
- PCA Inversion< 1 %
Gradient Boosted Trees Predictor< 1 %- Random Forest Learner (Regression)< 1 %
- PMML Model Appender< 1 %
- Column Comparator< 1 %
- Constant Value Column< 1 %
- Linear Correlation< 1 %
Domain Calculator< 1 %- Equal Size Sampling< 1 %
- Nominal Value Row Filter< 1 %
- Low Variance Filter< 1 %
Normalizer< 1 %- Numeric Binner (PMML)< 1 %
- Column Filter (PMML)< 1 %
- Missing Value (Apply)< 1 %
- Number Rounder< 1 %
- Row Sampling< 1 %
- Sorter< 1 %
- Column Splitter< 1 %
- Rule Engine< 1 %
- Ruleset Predictor< 1 %
Rank Correlation< 1 %- Kaplan-Meier Estimator< 1 %
- Numeric Outliers< 1 %
- Independent groups t-test< 1 %
- Cache< 1 %
- Extract Table Spec< 1 %
- Crosstab< 1 %
- Interactive Histogram (legacy)< 1 %
- Box Plot (legacy)< 1 %
- Parallel Coordinates (legacy)< 1 %
- Scatter Matrix (legacy)< 1 %
Color Appender< 1 %- ROC Curve (legacy)< 1 %
- Interactive Table (legacy)< 1 %
- PMML to SQL< 1 %
- DB Update< 1 %
- Numeric Distances< 1 %
- Distance Matrix Calculate< 1 %
- Continuous Error Plot (Plotly)< 1 %
- Line Plot (Plotly)< 1 %
- Pie/Donut Chart (JavaScript)< 1 %
- Table to PMML Ensemble< 1 %
PMML Predictor< 1 %XLS Writer< 1 %Excel Sheet Appender (XLS)< 1 %Send to Power BI< 1 %- Scorer (JavaScript)< 1 %
- Generic JavaScript View (JavaScript)< 1 %
- Heatmap (JavaScript)< 1 %
- Table View (JavaScript)< 1 %
- ROC Curve (JavaScript)< 1 %
Python Script (1⇒2)< 1 %- Python Script (legacy)< 1 %
- R Snippet< 1 %
- POST Request< 1 %
Views
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Workflows
!Modern UI_ABC-XYX-RFM AutoML SuperstoreKNIME Hub- 0_install_AI_extensionsKNIME Hub
- 01_AutoML_Component_via_Interactive_ViewsKNIME Hub
- 01_Basic_Customer_Segmentation_Use_CaseKNIME Hub
- 01_Basic_Customer_Segmentation_Use_CaseKNIME Hub
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Links
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Developers
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